<p>We show that for non-degenerate <i>k</i>-Markovian random fields with finite state space over a bounded degree graph with exponential growth rate <InlineEquation ID="IEq7"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="MediaObjects/10955_2026_3630_IEq7_HTML.gif" Format="GIF" Height="15" Rendition="HTML" Resolution="120" Type="Linedraw" Width="11" /> </InlineMediaObject> </InlineEquation>, uniform <InlineEquation ID="IEq8"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="MediaObjects/10955_2026_3630_IEq8_HTML.gif" Format="GIF" Height="15" Rendition="HTML" Resolution="120" Type="Linedraw" Width="12" /> </InlineMediaObject> </InlineEquation>-mixing with exponential decay rate <InlineEquation ID="IEq9"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="MediaObjects/10955_2026_3630_IEq9_HTML.gif" Format="GIF" Height="16" Rendition="HTML" Resolution="120" Type="Linedraw" Width="47" /> </InlineMediaObject> </InlineEquation> implies uniform <InlineEquation ID="IEq10"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="MediaObjects/10955_2026_3630_IEq10_HTML.gif" Format="GIF" Height="13" Rendition="HTML" Resolution="120" Type="Linedraw" Width="13" /> </InlineMediaObject> </InlineEquation>-mixing with exponential decay rate <InlineEquation ID="IEq11"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="MediaObjects/10955_2026_3630_IEq11_HTML.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="120" Type="Linedraw" Width="66" /> </InlineMediaObject> </InlineEquation>. As an application we obtain exponential <InlineEquation ID="IEq12"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="MediaObjects/10955_2026_3630_IEq12_HTML.gif" Format="GIF" Height="13" Rendition="HTML" Resolution="120" Type="Linedraw" Width="13" /> </InlineMediaObject> </InlineEquation>-mixing for Gibbs fields on regular trees arising from finite range potentials such as the Ising model at low inverse temperature or the Potts model with sufficiently many spin states.</p>

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Exponential \(\Phi \)-Mixing Implies Exponential \(\Psi \)-Mixing For Markov Fields On Bounded Degree Graphs

  • Elias Zimmermann

摘要

We show that for non-degenerate k-Markovian random fields with finite state space over a bounded degree graph with exponential growth rate , uniform -mixing with exponential decay rate implies uniform -mixing with exponential decay rate . As an application we obtain exponential -mixing for Gibbs fields on regular trees arising from finite range potentials such as the Ising model at low inverse temperature or the Potts model with sufficiently many spin states.